Index/Topics/Deepfake detection

Deepfake detection

The use of tools and methods to detect and expose deepfakes in advertisements.

Fact-Checks

11 results
Jan 19, 2026
Most Viewed

How do fact‑checkers verify and debunk fake celebrity endorsements in online ads?

Fact‑checkers combine digital forensics, source verification, and legal/regulatory checks to expose fake celebrity endorsements, using tools that range from reverse‑image searches and URL inspection t...

Jan 11, 2026
Most Viewed

Are there documented instances of deepfake videos being used to advertise health supplements?

Yes — multiple, well-documented instances show AI-generated deepfake videos being used to advertise health supplements, often impersonating real doctors and academics to promote unproven or fraudulent...

Jan 18, 2026

How have consumer‑protection agencies responded to AI‑driven health‑product scams involving celebrity deepfakes?

Consumer‑protection agencies have moved quickly from warning the public to issuing actionable guidance, creating reporting channels, and partnering with other authorities and tech experts to blunt AI‑...

Jan 15, 2026

How do deepfakes get created and how have public-health organizations responded to synthetic media promoting health scams?

Deepfakes are produced by advanced machine‑learning systems—principally generative adversarial networks (GANs), autoencoders and newer diffusion models—that learn from large datasets of real images, v...

Jan 15, 2026

How do AI deepfakes and fake endorsements operate in health‑product marketing, and how can consumers spot them?

AI deepfakes and fabricated endorsements are being weaponized to sell unproven or fraudulent health products by impersonating trusted clinicians and influencers, driving clicks and purchases through r...

Jan 14, 2026

How can consumers spot deepfaked medical endorsements in online ads?

Deepfaked medical endorsements—AI-generated videos, audio or images that mimic real clinicians and celebrities—are proliferating across social platforms and in paid ads, used to push unproven suppleme...

Jan 6, 2026

How do deepfake detection tools work and which are available to consumers to analyze suspicious endorsement videos?

Deepfake detection tools combine machine learning, signal analysis and forensic metadata checks to flag manipulated audio and video, and a growing set of commercial and open services are available to ...

Jan 6, 2026

How can consumers verify the authenticity of celebrity endorsements and detect AI‑generated ad content?

AI tools can now create convincing videos and voices that mimic celebrities, and scammers and some marketers are already exploiting that capability to fabricate endorsements that look real . Consumers...

Jan 6, 2026

How are AI‑generated endorsements detected and legally addressed in health product advertising?

Detection and legal response to AI‑generated endorsements in health product advertising relies on a mix of truth‑in‑advertising rules, emerging agency enforcement, industry guidance, and patchwork sta...

Jan 6, 2026

Have investigations or court documents mentioned Mark Carney in relation to the Epstein network?

No court filings or formal criminal investigations in the reporting provided attach Mark Carney to Jeffrey Epstein’s trafficking network; allegations circulated in 2025 center on photographs of Carney...

Jan 6, 2026

How can consumers verify if a celebrity endorsement in an online ad is real or AI‑generated?

A rising wave of AI-assisted fake celebrity endorsements has turned a familiar trust shortcut—an A‑list face—into a potential warning sign, with consumers and regulators scrambling to keep pace . Prac...